Autonomously draft and polish chapters through multi-skill editorial passes. Use when you have a complete outline and want to produce a polished first draft with iterative refinement.

Evaluate educational chapters from dual student and teacher perspectives. This skill should be used when analyzing chapter quality, identifying content gaps, or planning chapter improvements. Reads all lessons in a chapter directory and provides structured analysis with ratings, gap identification, and prioritized recommendations.

Enforce consistent chapter formatting, numbering conventions, and structural alignment across the entire textbook. Use when creating new chapters, reviewing existing content for consistency, or establishing formatting standards.

Translate textbook chapter content into Urdu on demand while preserving technical accuracy and formatting.

Generates NanoBanana PRO image prompts for 3D cat characters. Combines base Pixar style with ticker-specific traits, sector themes, and market-driven expressions. Supports 300+ tickers with fallback logic for unlisted stocks.

Create comprehensive character profiles with background, personality, motivations, relationships, and character arcs. Use when developing characters, ensuring consistency, or building character depth.

An intelligent skill that creates production-ready elizaOS character configurations with comprehensive personality traits, knowledge bases, and plugin integrations.

Ensure character consistency across scenes and episodes by maintaining canonical character files and validating usage.

Create tests that describe what legacy code actually does (not what it should do) as safety net before refactoring

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Build terminal UIs with Bubbletea, Bubbles, Lipgloss, and Huh. Use when creating TUI applications, interactive forms, styled terminal output, or when user mentions Bubbletea, Bubbles, Lipgloss, Huh, Charm, or TUI development.

Expert assistant for developing Juju charms using charmcraft. Use when initializing charm projects, building charms, managing charm libraries, publishing to Charmhub, running tests, or working with charmcraft.yaml configuration. Keywords include charmcraft, Juju, charm development, Charmhub publishing, charm libraries, pack, build, upload, release, init, extensions.

Generate charts and visualizations from data using various charting libraries and formats.

Create interactive charts for car registration and COE data visualization using Recharts. Use when adding new chart types, fixing chart bugs, or implementing data visualizations.

ECharts图表配置技能，包括柱状图、折线图、组合图等可视化组件

Create interactive data visualizations using Vega-Lite declarative JSON grammar. Supports 20+ chart types (bar, line, scatter, histogram, boxplot, grouped/stacked variations, etc.) via templates and programmatic builders. Use when users upload data for charting, request specific chart types, or mention visualizations. Produces portable JSON specs with inline data islands that work in Claude artifacts and can be adapted for production.

Guide to advanced Chart.js customization including gradients, custom chart types, and programmatic control.

Complete guide to configuring and customizing animations in Chart.js.

This skill generates interactive Chart.js visualizations for use in iframes using any chart type supported by the library (line, bar, pie, doughnut, radar, polar area, bubble, scatter). Use this skill when users need to create data visualizations for educational content, reports, or dashboards. The skill creates complete MicroSim packages with HTML, CSS, and documentation.

Complete guide to integrating Chart.js with React, Vue, Angular, Rails 8, and other frameworks.

Guidance for installing, configuring, and optimizing Chart.js v4.5.1 in web applications.

Complete guide to configuring and customizing tooltips in Chart.js.

Create simple, responsive charts quickly with Chart.js

Create and manage Mermaid architecture diagrams with automatic SVG generation

Interactive developer assistant with tool access for codebase exploration

Generate inline chat cards using DaisyUI components for user interactions. Use when creating interactive UI elements within a chat interface that require user input, confirmation, or selection. Supports affirmative/negative responses, multiple choice (radio), multiple select (checkbox), and content preview with feedback patterns.

Extract and organize Claude Code session history into project .chats directory. Use when users want to document their Claude sessions, export conversation inputs, or maintain a log of instructions given to Claude.

Navegação e teste conversacional de aplicações web usando Chrome DevTools. Permite testar sites através de comandos naturais em português, com suporte a contexto do Neo4j e integração automática com hooks de validação.

Generate quick, effective responses for chat and messaging platforms

1. 读取 [reference.md](./reference.md) 中的完整 prompt 指令

Implement AI chatbot analytics and conversation monitoring. Use when adding conversation metrics, tracking AI usage, measuring user engagement with chat, or building conversation dashboards. Activates for AI analytics, token tracking, conversation categorization, and chat performance.

Design conversational AI chatbots with optimal flows and user experience

Creates a **production-ready ChatGPT-style chatbot widget** with advanced features:

Guidance for building the chatgpt-app (Vite + React + @openai/apps-sdk-ui) with the MCP-friendly single-file output.

Implements interactive widget actions and bidirectional communication patterns for ChatKit. This skill should be used when building AI-driven interactive UIs with buttons, forms, entity tagging (@mentions), composer tools, and server-handled widget actions. Covers the full widget lifecycle from creation to replacement.

Build production-ready chat UI with OpenAI ChatKit React components. Handles ChatKit installation, useChatKit hook configuration, theming, streaming display, conversation sidebar, and rich widgets. Use when implementing chat interface, migrating from custom UI to ChatKit, or adding AI chat features for Phase 3.

Foundation skill for integrating OpenAI ChatKit framework with custom backends. This skill should be used for initial ChatKit setup including server implementation, React component integration, authentication, context injection, and database persistence. For streaming UI patterns use chatkit-streaming. For interactive widgets and actions use chatkit-actions.

Integrate OpenAI ChatKit framework with custom backend and AI agents. Handles ChatKit server implementation, React component integration, context injection, and conversation persistence.

Implements real-time streaming UI patterns for ChatKit applications. This skill should be used when adding response lifecycle management, progress indicators, client effects, and thread state synchronization. Covers onResponseStart/End, onEffect, ProgressUpdateEvent, and thread lifecycle events.

Production-ready OpenAI ChatKit conversational UI skill for integrating AI chat interface into Todo app dashboard. Handles conversation state, message rendering, and backend communication.

This skill generates two essential marketing/documentation assets for Chat Memo version releases:

Chatwoot customer support API via curl. Use this skill to manage contacts, conversations, and messages for multi-channel customer support.

Quick reference cheatsheets for Kailash SDK patterns, nodes, workflows, and best practices. Use when asking about 'quick tips', 'cheat sheet', 'quick reference', 'common mistakes', 'node selection', 'workflow patterns library', 'cycle patterns', 'production patterns', 'performance optimization', 'monitoring', 'security config', 'multi-tenancy', 'distributed transactions', 'saga pattern', 'custom nodes', 'PythonCode data science', 'ollama integration', 'directoryreader patterns', or 'environment variables'.

Check currently firing Grafana alerts, analyze alert status, and investigate alert issues in the Kagenti platform

Apply type-safe bounds checking patterns using Index/Length types instead of usize. Use when working with arrays, buffers, cursors, viewports, or any code that handles indices and lengths.

Check CI build status, PR checks, and pull request build results

Run comprehensive Rust code quality checks including compilation, linting, documentation, and tests. Use after completing code changes and before creating commits.

Check for pending Codex (GitHub AI) feedback on current branch's PR. Use to review and address AI suggestions before merge. This is the rate-limiting step before merge.

Find concurrency issues including race conditions, deadlocks, unsafe shared state, and improper synchronization